Which deployment strategy allows for gradual rollout of a new model version?

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Question: Which deployment strategy allows for gradual rollout of a new model version?

Options:

Correct Answer: Canary deployment

Solution:

Canary deployment allows for a gradual rollout of a new model version to a small subset of users before full deployment.

Which deployment strategy allows for gradual rollout of a new model version?

Which deployment strategy allows for gradual rollout of a new model version?

Step 1: Understand that a deployment strategy is a way to release a new version of a model or software.
Step 2: Learn about different deployment strategies, including canary deployment.
Step 3: Know that canary deployment means releasing the new model version to a small group of users first.
Step 4: Observe how the new model performs with this small group before deciding to release it to everyone.
Step 5: If the new model works well, gradually increase the number of users who get the new version.

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